https://github.com/yeonghyeon/draw-mnist
https://github.com/yeonghyeon/draw-mnist
Last synced: 8 months ago
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- Host: GitHub
- URL: https://github.com/yeonghyeon/draw-mnist
- Owner: YeongHyeon
- Created: 2019-04-22T08:09:40.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2019-04-27T16:27:01.000Z (over 6 years ago)
- Last Synced: 2025-01-08T19:11:25.662Z (9 months ago)
- Language: Python
- Size: 2.6 MB
- Stars: 3
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# DRAW: Deep Recurrent Attentive Writer
Implementation of DRAW using Tensorflow.
## Requirements
* Python 3.5.2
* Tensorflow 1.4.0
* Numpy 1.13.3
* Scipy 1.2.0
* Matplotlib 3.0.2
## Usage
Just run the following command in the terminal.
```
$ python run.py
$ python run.py --help // for confirming the option
```
## Results
Following figures are sequentially generated by DRAW for each epoch.
## Without attention
Epoch 0
Epoch 500
Epoch 1000
## With attention
Epoch 0
Epoch 500
Epoch 1000
## Reference
* [DRAW: Deep Recurrent Attentive Writer](https://arxiv.org/abs/1502.04623)
## Author
YeongHyeon Park